APS

29th APS Annual Convention · 2017

The Impact of Stimulus Features on Learning and Accuracy in an Adaptive Category Learning Task Designed to Train Fluid Intelligence

Boston, MA · May 2017

Poster Session · Cognitive

  • Maciej Kos
    Northeastern University
  • James McKanna
    Northeastern University
  • Misha Pavel
    Northeastern University
  • Michael Dillard
    Honeywell Aerospace
  • Jessamy Almquist
    Honeywell Advanced Technology Research
  • Garrett Kimball
    Simcoach Games
  • Anna-Katharine Brem
    University of Oxford
  • Anna-Katharine Brem
    Max Planck
  • Umut Orhan
    Northeastern University
  • Sumientra Rampersad
    Northeastern University
  • Dennis Cornhill
    Simcoach Games
  • Nick Yeung
    University of Oxford
  • Deniz Erdogmus
    Northeastern University
  • Alvaro Pascual-Leone
    Harvard University
  • Roi Cohen Kadosh
    University of Oxford
  • Santosh Mathan
    Honeywell Aerospace

Abstract

To better approximate real-world learning and facilitate far-transfer, we varied the number of potential dimensions encoded in the stimulus used in a category learning task. Results suggest the difficulty of a categorization task - as reflected by individual and group-level measures of accuracy and learning - depends on these.

Human Learning and Memory

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